@conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94173, title ="Active Learning with Partial Feedback", author = "Hu, Peiyun and Lipton, Zachary C. and Anandkumar, Anima and Ramanan, Deva", journal = "arXiv", month = "March", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085746172", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94184, title ="Regularized Learning for Domain Adaptation under Label Shifts", author = "Azizzadenesheli, Kamyar and Liu, Anqi and Yang, Fanny and Anandkumar, Animashree", pages = "1-26", month = "March", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085824665", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94169, title ="Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs", author = "Arabshahi, Forough and Singh, Sameer and Anandkumar, Animashree", journal = "arXiv", pages = "1-12", month = "May", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085732435", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94170, title ="Learning From Noisy Singly-labeled Data", author = "Khetan, Ashish and Lipton, Zachary C. and Anandkumar, Animashree", journal = "arXiv", pages = "1-15", month = "May", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085735866", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94174, title ="Stochastic Activation Pruning for Robust Adversarial Defense", author = "Dhillon, Guneet S. and Azizzadenesheli, Kamyar and Lipton, Zachary C. and Bernstein, Jeremy and Kossaifi, Jean and Khanna, Aran and Anandkumar, Anima", journal = "arXiv", pages = "1-13", month = "May", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085749625", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94167, title ="Deep Active Learning for Named Entity Recognition", author = "Shen, Yanyao and Yun, Hyokun and Lipton, Zachary C. and Kronrod, Yakov and Anandkumar, Animashree", journal = "arXiv", month = "February", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190327-085725408", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94346, title ="Score Function Features for Discriminative Learning", author = "Janzamin, Majid and Sedghi, Hanie and Anandkumar, Anima", journal = "arXiv", month = "May", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-162925219", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94389, title ="Provable Methods for Training Neural Networks with Sparse Connectivity", author = "Sedghi, Hanie and Anandkumar, Anima", journal = "arXiv", pages = "Art. No. 66", month = "December", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190402-163306528", } @conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94343, title ="Provable Methods for Training Neural Networks with Sparse Connectivity", author = "Sedghi, Hanie and Anandkumar, Anima", journal = "arXiv", month = "December", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190401-162914714", }